{"id":"W2013179331","doi":"10.1088/0031-9155/51/24/001","title":"Skeletal dosimetry in the MAX06 and the FAX06 phantoms for external exposure to photons based on vertebral 3D-microCT images","year":2006,"lang":"en","type":"article","venue":"Physics in Medicine and Biology","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Dosimetry; Photon; Nuclear medicine; Medical physics; Physics; Medicine; Biomedical engineering; Materials science; Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022364,0.0001177823,0.0001903393,0.0000488528,0.00004289653,0.000007213387,0.00009640521,0.00003245244,0.000002597305],"category_scores_gemma":[0.00002183171,0.00006209617,0.00002034729,0.0001229428,0.0001750697,0.00003316282,0.00001383208,0.0001672974,5.550517e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009277383,"about_ca_system_score_gemma":0.000003623834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006267857,"about_ca_topic_score_gemma":0.0000233569,"domain_scores_codex":[0.9994584,0.00003838879,0.0001361544,0.000133208,0.0000416403,0.000192188],"domain_scores_gemma":[0.9995064,0.0003526357,0.00001724139,0.00009982957,0.00000777704,0.00001613048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008041988,0.0002904501,0.02862471,0.0003471766,0.00006456025,0.00003967528,0.003627486,0.0260155,0.456818,0.02416928,0.002852683,0.4563463],"study_design_scores_gemma":[0.06783041,0.004578393,0.1054258,0.001658631,0.0003405496,0.0001354426,0.005839659,0.4910934,0.1108469,0.1884659,0.02123912,0.002545775],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9451876,0.001765675,0.05058783,0.001199455,0.0001563925,0.0003858369,0.00001778707,0.00002502913,0.0006744052],"genre_scores_gemma":[0.9976431,0.00005871815,0.0006333123,0.001269993,0.0003189358,0.00004916866,0.00001103317,0.000008809552,0.000006975867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4650779,"threshold_uncertainty_score":0.2532208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03273201938248707,"score_gpt":0.3128734541146536,"score_spread":0.2801414347321665,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}